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eCAR (version 0.1.2)

Eigenvalue CAR Models

Description

Fits Leroux model in spectral domain to estimate causal spatial effect as detailed in Guan, Y; Page, G.L.; Reich, B.J.; Ventrucci, M.; Yang, S; (2020) . Both the parametric and semi-parametric models are available. The semi-parametric model relies on 'INLA'. The 'INLA' package can be obtained from .

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Install

install.packages('eCAR')

Monthly Downloads

216

Version

0.1.2

License

GPL

Issues

1

Pull Requests

0

Stars

1

Forks

1

Maintainer

Garritt L. Page

Last Published

April 5th, 2023

Functions in eCAR (0.1.2)

semipar.eCAR.Leroux

R wrapper that accesses 'INLA' to fit semi-parametric Leroux CAR spatial regression model that accounts for spatial confounding.
lipcancer

Number of recorded lip cancer cases in the 56 districts of Scotland.
eCAR.out

eCAR class constructor
par.eCAR.Leroux

R wrapper that accesses C code to fit parametric Leroux CAR spatial regression model that accounts for spatial confounding
plot

Plot the spatial scale varying coefficient